Product design agencies: AI search visibility ranking (2026)
How AI search engines rank product design agencies by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Product design agencies helping teams shape UX, service flows, prototyping, interface systems, research, and product strategy for digital experiences. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When AI engines like ChatGPT, Claude, and Perplexity answer questions about product design agencies, Clay comes up most often, appearing in 12.5% of relevant AI responses and earning citations in 25% of sourced answers. frog and IDEO round out the top three, but Clay's lead is measurable. If you are asking an AI assistant for agency recommendations right now, Clay is the name it is most likely to give you.
The rankings reflect where AI engines go to build their answers. The top cited domains include Clutch (a B2B review aggregator), Reddit, Superside, Awesomic, and Excited Agency. The presence of aggregator and community sites like Clutch and Reddit means agencies with strong third-party review volume and active mentions in user discussions tend to rank higher, not necessarily those with the biggest portfolios or longest track records.
For a buyer using this list, pay attention to which agencies have recent, specific reviews on Clutch and visible discussion on Reddit, because those are the signals AI engines weight most heavily. An agency that looks authoritative on its own website but lacks third-party validation may be well-regarded in the industry yet still invisible to AI. Cross-check any agency here against those sources before making a shortlist decision.
At a glance
What we observed in this categoryauto-generated
Clay leads the product design agencies category with a composite score of 16.2, meaningfully ahead of second-placed frog at 12.5. The gap is driven not by visibility alone (both sit at 12.5%) but by Clay's citation rate of 25.0% versus frog's 12.5%. The category average visibility is just 2.5% and average citation is 3.8%, meaning only four brands clear even one of those thresholds. This concentration at the top signals that AI responses in this category are highly selective rather than broadly distributed.
A sharp divergence exists between being named and being trusted as a source. IDEO and Work & Co each hold 12.5% visibility yet carry 0.0% citation rates, meaning AI surfaces them in answers but does not link to their domains as references. Conversely, Eleken sits at 0.0% visibility but achieves a 25.0% citation rate, and Ramotion records 0.0% visibility with a 12.5% citation rate. These brands are used as evidence without being recommended, a structurally different form of AI presence.
Google AI Mode is the dominant engine across all ranked brands, with every brand from rank 1 through rank 10 listing it as their top engine. The cited source list anchors heavily on third-party aggregator and review sites, including clutch.co, reddit.com, superside.com, and awesomic.com, alongside clay.global as the only tracked brand domain appearing directly in cited sources. This pattern suggests AI is pulling category authority from listicle and review content rather than from the agencies' own web properties.
Movers & shakers since last refresh
Biggest visibility risers
-
Clay 0% → 12% · rank #0 → #1+12pp
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frog 0% → 12% · rank #0 → #2+12pp
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IDEO 0% → 12% · rank #0 → #3+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
clay.global
|
12% | 25% | Google AI Mode |
Clay leads all 20 brands with a composite score of 16.2, the only brand whose citation rate (25.0%) doubles its visibility rate (12.5%), and its domain appears directly in the cited sources list. |
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| 2 |
frog.co
|
12% | 12% | Google AI Mode |
frog matches Clay on visibility at 12.5% but its citation rate of 12.5% trails Clay by half, producing a composite score of 12.5 versus Clay's 16.2. |
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| 3 |
ideo.com
|
12% | 0% | Google AI Mode |
IDEO holds 12.5% visibility, equal to Clay and frog, but a 0.0% citation rate drops its composite score to 8.8, indicating AI mentions it without linking its domain. |
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| 4 |
work.co
|
12% | 0% | Google AI Mode |
Work & Co shares IDEO's exact profile, 12.5% visibility and 0.0% citations, resulting in the same composite score of 8.8, suggesting a structural ceiling for non-cited visibility. |
||||
| 5 |
eleken.co
|
0% | 25% | Google AI Mode |
Eleken is the clearest citation-without-visibility outlier: 0.0% visibility yet 25.0% citation rate, matching Clay's citation share while never appearing as a named recommendation in AI responses. |
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| 6 |
ramotion.com
|
0% | 12% | Google AI Mode |
| 7 |
designit.com
|
0% | 0% | Google AI Mode |
| 8 |
hugeinc.com
|
0% | 0% | Google AI Mode |
| 9 |
akqa.com
|
0% | 0% | Google AI Mode |
| 10 |
fantasy.co
|
0% | 0% | Google AI Mode |
| 11 |
metalab.com
|
0% | 0% | Google AI Mode |
| 12 |
instrument.com
|
0% | 0% | Google AI Mode |
| 13 |
momentumdesignlab.com
|
0% | 0% | Google AI Mode |
| 14 |
ustwo.com
|
0% | 0% | Google AI Mode |
| 15 |
tangivel.com
|
0% | 0% | Google AI Mode |
| 16 |
fantasy.co
|
0% | 0% | Google AI Mode |
| 17 |
method.com
|
0% | 0% | Google AI Mode |
| 18 |
bynd.com
|
0% | 0% | Google AI Mode |
| 19 |
rga.com
|
0% | 0% | Google AI Mode |
| 20 |
gojilabs.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on product design agencies, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically. How AI search ranking works →
Get your own product design agencies brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about product design agencies AI visibility
Who leads AI visibility in product design agencies?
Clay leads the category with a composite score of 16.2, driven by a 25.0% citation rate and 12.5% visibility, both the highest or joint-highest in the dataset.
What is the typical AI visibility level for a product design agency?
The category average visibility is just 2.5% and average citation is 3.8%, meaning most of the 20 tracked brands register zero on both measures.
What sources does AI cite most for product design agency research?
The most cited sources include superside.com, clutch.co, reddit.com, awesomic.com, and excited.agency, with clay.global the only tracked agency domain appearing in the cited sources list.
Can a brand be cited by AI without being recommended in answers?
Yes. Eleken has a 25.0% citation rate but 0.0% visibility, and Ramotion has a 12.5% citation rate with 0.0% visibility, meaning AI uses their content as evidence without naming them in responses.
Which engine is driving AI visibility for product design agencies?
Google AI Mode is listed as the top engine for every brand across all ten ranked positions, making it the sole engine of record in this category's current data.
How does IDEO's AI presence compare to Clay despite equal visibility scores?
Both have 12.5% visibility, but IDEO's 0.0% citation rate versus Clay's 25.0% produces a composite score of 8.8 for IDEO against Clay's 16.2, a gap of 7.4 points.